Preprint
Nov 2026
ForgeKernel: Self-Evolving Kernels Catching and Surpassing Experts and Agents
Purpose-built kernel agents can write high-performance GPU kernels, but existing systems generally lack cross-run knowledge accumulation and architectural evolution. Each run starts from the same initial knowledge, and later iterations largely optimize within an architecture fixed early in the search. We present ForgeK...
Yao-Jian Chen, Da-Zhi Peng, Yin Zheng et al.
· 0 citations